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A identification method for critical causes of lifting injuries based on topological potential
In view of the deficiency that the traditional importance ranking method cannot be used to objectively and comprehensively evaluate the importance of the causes of hoisting injuries, an importance ranking method based on topological potential is proposed by using complex network theory and field the...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10027227/ https://www.ncbi.nlm.nih.gov/pubmed/36940216 http://dx.doi.org/10.1371/journal.pone.0283144 |
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author | Yang, Yingliu Jin, Lianghai |
author_facet | Yang, Yingliu Jin, Lianghai |
author_sort | Yang, Yingliu |
collection | PubMed |
description | In view of the deficiency that the traditional importance ranking method cannot be used to objectively and comprehensively evaluate the importance of the causes of hoisting injuries, an importance ranking method based on topological potential is proposed by using complex network theory and field theory in physics. First, the causes of 385 reported lifting injuries are divided into 36 independent causes at four levels through a systematic analysis approach, and the relationships among these causes are obtained through the Delphi method. Then, the accident causes are treated as nodes, and the relationships among the causes are used as edges to establish a network model of the causes of lifting accidents. The out-degree and in-degree topological potential of each node are calculated, and an importance ranking of lifting injuries causes is obtained. Finally, based on 11 evaluation indexes commonly used to assess node importance (node degree, betweenness centrality, etc.), the ability of the method proposed in this paper to effectively identify the key nodes in the cause network of lifting accidents is verified, and the conclusions can guide the safe implementation of lifting operations. |
format | Online Article Text |
id | pubmed-10027227 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-100272272023-03-21 A identification method for critical causes of lifting injuries based on topological potential Yang, Yingliu Jin, Lianghai PLoS One Research Article In view of the deficiency that the traditional importance ranking method cannot be used to objectively and comprehensively evaluate the importance of the causes of hoisting injuries, an importance ranking method based on topological potential is proposed by using complex network theory and field theory in physics. First, the causes of 385 reported lifting injuries are divided into 36 independent causes at four levels through a systematic analysis approach, and the relationships among these causes are obtained through the Delphi method. Then, the accident causes are treated as nodes, and the relationships among the causes are used as edges to establish a network model of the causes of lifting accidents. The out-degree and in-degree topological potential of each node are calculated, and an importance ranking of lifting injuries causes is obtained. Finally, based on 11 evaluation indexes commonly used to assess node importance (node degree, betweenness centrality, etc.), the ability of the method proposed in this paper to effectively identify the key nodes in the cause network of lifting accidents is verified, and the conclusions can guide the safe implementation of lifting operations. Public Library of Science 2023-03-20 /pmc/articles/PMC10027227/ /pubmed/36940216 http://dx.doi.org/10.1371/journal.pone.0283144 Text en © 2023 Yang, Jin https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Yang, Yingliu Jin, Lianghai A identification method for critical causes of lifting injuries based on topological potential |
title | A identification method for critical causes of lifting injuries based on topological potential |
title_full | A identification method for critical causes of lifting injuries based on topological potential |
title_fullStr | A identification method for critical causes of lifting injuries based on topological potential |
title_full_unstemmed | A identification method for critical causes of lifting injuries based on topological potential |
title_short | A identification method for critical causes of lifting injuries based on topological potential |
title_sort | identification method for critical causes of lifting injuries based on topological potential |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10027227/ https://www.ncbi.nlm.nih.gov/pubmed/36940216 http://dx.doi.org/10.1371/journal.pone.0283144 |
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